This document outlines a new approach called SocialQI that uses social network science and behavioral science to improve healthcare quality. It argues current problems include variation in care, slow adoption of advances, information overload, and lack of information sharing. SocialQI aims to create communities of practice around patient wellness, medical practices, and biomedical research to encourage collective learning and peer norming. This may help disseminate best practices more quickly and simplify information access.